Use this skill when an agent or operator needs to drive an Android device through visible UI state rather than through app-specific APIs. The workflow is: set up PokeClaw, connect or prepare the Android device environment, let the local/on-device agent observe the screen, choose actions, execute UI steps, and review the resulting state. Invoke this instead of using the product or app normally when the task needs repeatable mobile UI operation, exploratory app control, or privacy-sensitive device automation without sending screen state to a cloud model. Scope boundary: this is not a general Android automation framework listing; the skill is the bounded operator workflow for local AI-driven screen inspection and action execution on Android devices.